Ali Salaheldin Ali Ahmed
Researcher and software engineer working where reliable AI systems, empirical evaluation, research tooling, and maintainable software meet.
M.Sc. Computer Science; Junior Researcher - Universität des Saarlandes; August-Wilhelm Scheer Institute - Saarbrucken, Germany
Selected Research And Engineering Work
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Rethinking Certified Training Efficiency: A Benchmarking Framework and Empirical Investigation for Randomized Smoothing
Empirical work on randomized smoothing, certified robustness, controlled benchmarking, and training-efficiency interventions.
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API Management And LLM-Assisted Mocking Service
A research-facing internal service for API management and service-interface prototyping with an agentic LLM-based development assistant.
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Odoo-Backed Publication Tracking And Cloud Cost Reporting
Internal Odoo-backed workflows for publication logging, automated metadata filling through n8n, and reporting cloud costs from heterogeneous providers.
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Federated Learning Infrastructure
Deployment and maintenance of a federated learning server instance for distributed ML experimentation.
Latest Blog Posts
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